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Methods
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General
Attention
115 methods
16541 papers with code
Attention Mechanisms
78 methods
9168 papers with code
Stochastic Optimization
57 methods
11061 papers with code
Regularization
53 methods
24721 papers with code
Activation Functions
50 methods
23012 papers with code
See all 128 categories
Computer Vision
Convolutional Neural Networks
115 methods
4556 papers with code
Generative Models
92 methods
6238 papers with code
Image Model Blocks
90 methods
5591 papers with code
Object Detection Models
67 methods
1800 papers with code
Image Feature Extractors
60 methods
111 papers with code
See all 121 categories
Natural Language Processing
Language Models
109 methods
4384 papers with code
Transformers
86 methods
9638 papers with code
Word Embeddings
21 methods
739 papers with code
Attention Patterns
7 methods
500 papers with code
Sentence Embeddings
7 methods
44 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
24 methods
738 papers with code
Off-Policy TD Control
16 methods
1177 papers with code
Q-Learning Networks
10 methods
417 papers with code
Distributed Reinforcement Learning
7 methods
27 papers with code
Reinforcement Learning Frameworks
7 methods
18 papers with code
See all 28 categories
Audio
Generative Audio Models
17 methods
273 papers with code
Audio Model Blocks
12 methods
64 papers with code
Text-to-Speech Models
12 methods
102 papers with code
Speech Separation Models
5 methods
21 papers with code
Speech Recognition
4 methods
16 papers with code
See all 12 categories
Sequential
Recurrent Neural Networks
39 methods
4677 papers with code
Sequence To Sequence Models
21 methods
1098 papers with code
Temporal Convolutions
8 methods
188 papers with code
Time Series Analysis
8 methods
633 papers with code
Bidirectional Recurrent Neural Networks
6 methods
603 papers with code
See all 8 categories
Graphs
Graph Models
64 methods
1253 papers with code
Graph Embeddings
36 methods
523 papers with code
Graph Representation Learning
9 methods
1851 papers with code
Graph Data Augmentation
